The Application and Potential of Multi-Objective Optimization Algorithms in Decision-Making for LID Facilities Layout

被引:3
|
作者
Xie, Yuanyuan [1 ]
Wang, Haiyan [1 ]
Wang, Kaiyi [1 ]
Ge, Xiaoyu [2 ]
Ying, Xin [3 ]
机构
[1] Beijing Forestry Univ, Sch Informat Sci & Technol, Beijing 100083, Peoples R China
[2] Beijing Forestry Univ, Sch Landscape Architecture, Beijing 100083, Peoples R China
[3] Beijing BLDJ Landscape Architecture Inst Co LTD, Beijing 100083, Peoples R China
关键词
Low-impact Development; Algorithm Optimization; Multi-objective Optimization; Genetic Algorithms; Layout Decision; LOW IMPACT DEVELOPMENT; URBAN; TOOL;
D O I
10.1007/s11269-024-03926-5
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Low-impact development (LID) practices are critical for mitigating urban stormwater runoff and alleviating flood risks. The strategic placement of LID facilities is paramount to optimizing their efficacy within urban landscapes. This study conducts a comprehensive bibliometric analysis of LID-related literature over the past decade, utilizing data visualization tools to elucidate key disciplines, publication trends, and the prevalence of various optimization algorithms. We delve into the application of multi-objective optimization (MOO) algorithms in LID facility layout, examining their practical applications, theoretical underpinnings, and case studies. The paper also scrutinizes the strengths and limitations of these algorithms, proposing future research trajectories that leverage MOO to enhance LID's role in urban stormwater management.
引用
收藏
页码:5403 / 5417
页数:15
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